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Ding, Yi

  1. ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time
    2024/10/09 by Yijie Ding, Ding, Yi, Bolian Li +3 · 20 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  2. LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface
    2021/05/05 by Yi Ding, Neethu Robinson, Ding, Yi +6 · 7 citations
    Neuroscience · Psychology · #EEG and Brain-Computer Interfaces #Functional Brain Connectivity Studies #Emotion and Mood Recognition
  3. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Wang, Kun, Guibin Zhang +193 · 30 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  4. TinyTroupe: An LLM-powered Multiagent Persona Simulation Toolkit
    2025/07/13 by Paulo Salem, Salem, Paulo, Robert Sim +9 · 2 voices · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.11 #I.6.5 #I.6.7 #Multiagent Systems (cs.MA) #cs.AI #cs.CL #cs.HC #cs.MA
  5. EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces
    2024/04/25 by Yi Ding, Ding, Yi, Yong Li +10 · 8 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering
  6. CAFQA: A classical simulation bootstrap for variational quantum algorithms
    2022/02/25 by Gokul Subramanian Ravi, Ravi, Gokul Subramanian, Pranav Gokhale +17 · 4 citations
    Computer Science · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  7. Evaluating Reinforcement Learning Algorithms in Observational Health Settings
    2018/05/31 by Omer Gottesman, Gottesman, Omer, Fredrik Johansson +35 · 3 citations
    Computer Science · Economics, Econometrics and Finance · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  8. TSception: A Deep Learning Framework for Emotion Detection Using EEG
    2020/04/02 by Yi Ding, Neethu Robinson, Ding, Yi +11 · 2 citations
    Neuroscience · Psychology · #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  9. A polynomial-time algorithm for learning nonparametric causal graphs
    2020/06/22 by Ming Gao, Gao, Ming, Yi Ding +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST)
  10. Augmentation Strategies for Learning with Noisy Labels
    2021/03/03 by Kento Nishi, Nishi, Kento, Yi Ding +5 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning and Data Classification
  11. Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models
    2025/01/30 by Ding, Yi, Li, Lijun, Cao, Bing +1 · 7 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  12. Towards Sustainable Large Language Model Serving
    2024/12/31 by Nguyen, Sophia, Zhou, Beihao, Ding, Yi +1 · 5 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  13. Predictive Dynamic Fusion
    2024/06/07 by Bing Cao, Cao, Bing, Yinan Xia +7 · 3 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
  14. Noise Correction on Subjective Datasets
    2023/11/01 by Jinadu, Uthman, Ding, Yi · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  15. Brain Foundation Models: A Survey on Advancements in Neural Signal Processing and Brain Discovery
    2025/03/01 by Xinliang Zhou, Chenyu Liu, Zhou, Xinliang +11 · 6 citations
    Neuroscience · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Face Recognition and Perception
  16. Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning
    2019/01/15 by Peng, Xuefeng, Ding, Yi, Wihl, David +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. Uncertainty-Aware Decarbonization for Datacenters
    2024/07/02 by Li, Amy, Liu, Sihang, Ding, Yi · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  18. Subsampling Spectral Clustering for Large-Scale Social Networks
    2021/10/19 by Jiayi Deng, Deng, Jiayi, Yi Ding +9 · 1 citation
    Physics and Astronomy · Computer Science · Biochemistry, Genetics and Molecular Biology · #Complex Network Analysis Techniques #Advanced Clustering Algorithms Research #Bioinformatics and Genomic Networks
  19. Sherlock: Self-Correcting Reasoning in Vision-Language Models
    2025/05/28 by Yijie Ding, Ding, Yi, Zhang, Ruqi · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  20. Not All Water Consumption Is Equal: A Water Stress Weighted Metric for Sustainable Computing
    2025/06/28 by Yanran Wu, Inez Hua, Wu, Yanran +3 · 5 citations
    Engineering · Computer Science · #Green IT and Sustainability #Cloud Computing and Resource Management #Parallel Computing and Optimization Techniques
  21. MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition
    2023/08/30 by Ding, Yi, Zhang, Su, Tang, Chuangao +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. GreenLLM: Disaggregating Large Language Model Serving on Heterogeneous GPUs for Lower Carbon Emissions
    2024/12/29 by Tian-En Shi, Yihong Wu, Shi, Tianyao +5 · 2 citations
    Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science
  23. Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection
    2025/07/03 by Miao, Ziqi, Ding, Yi, Li, Lijun +1 · 7 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  24. SpaceVista: All-Scale Visual Spatial Reasoning from mm to km
    2025/10/10 by Peiwen Sun, Sun, Peiwen, Lang, Shiqiang +18 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
  25. A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective
    2024/08/12 by Liu, Chenyu, Zhou, Xinliang, Wu, Yihao +5 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  26. Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal Transformer
    2025/04/02 by Jiang, Muyun, Ding, Yi, Zhang, Wei +14 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  27. BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging
    2024/11/03 by Xinliang Zhou, Zhou, Xinliang, Han, Yuzhe +8 · 1 citation
    Engineering · Neuroscience · #FOS: Computer and information sciences #FOS: Electrical engineering #IoT-based Smart Home Systems #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sleep and Wakefulness Research #Smart Parking Systems Research #electronic engineering #information engineering
  28. Physics-informed Neural Networks with Fourier Features for Seismic Wavefield Simulation in Time-Domain Nonsmooth Complex Media
    2024/09/05 by Yi Ding, Su Chen, Ding, Yi +5 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #FOS: Physical sciences #Geophysics (physics.geo-ph) #Geophysics and Sensor Technology #Seismic Imaging and Inversion Techniques #Seismology and Earthquake Studies
  29. High Information Density and Low Coverage Data Storage in DNA with Efficient Channel Coding Schemes
    2024/10/07 by Ding, Yi, He, Xuan, Nguyen, Tuan Thanh +6 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  30. Systematic Characterization of LLM Quantization: A Performance, Energy, and Quality Perspective
    2025/08/22 by Shi, Tianyao, Ding, Yi · 4 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
  31. Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities
    2025/04/28 by Jiang, Wei-Bang, Fu, Xi, Ding, Yi +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  32. Test-Time Dynamic Image Fusion
    2024/11/05 by Cao, Bing, Xia, Yinan, Ding, Yi +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Predicting and Understanding College Student Mental Health with Interpretable Machine Learning
    2025/03/11 by Chowdhury, Meghna Roy, Xuan, Wei, Sen, Shreyas +2 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)